Data circulation security governance from the perspective of data socialization: a five-sphere framework by HUANG Keman, XU Duo, DU Xiaoyong

“…The technology system provides secure technical capabilities for data circulation, the industry system fosters industrial ecosystems to promote cost reduction and efficiency improvement, the standards system reduces coordination difficulties by promoting standardization, the policy system constructs policy mechanisms to provide an innovative environment, and the practice system provides demonstration guidelines to promote application. …”
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A Robust Enhanced Ensemble Learning Method for Breast Cancer Data Diagnosis on Imbalanced Data by Zhenzhen Wang, Junde Xie, Jia Zhang

“…Addressing class imbalance in breast cancer data is essential for enhancing detection accuracy, yet traditional machine learning methods often overlook this imbalance, limiting their classification performance. …”
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Smart tourism technologies and destination perception: implications for revisit intentions in mountainous destinations by Fatima Anjum, Yousaf ALI

“…Additionally, this research examines the role of destination trust and perceived risk in the relationship between perceived destination image and revisit intention. Methodology - The data being utilized involved the accumulation of experience-based survey data from 200 respondents and experts, leading to the application of the partial least square structure equation modeling (PLS-SEM) approach. …”
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AI-Enabled personalized learning ecology construction and its implications for prevocational education by Su Qinqin

“…This paper discusses the construction of AI-enabled personalized learning ecology and its implications for pre-professional prospective education. …”
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Research Trends in Eye Gaze Tracking and its Implications: A Bibliometric Analysis by BM Prasanna Kumar, KN Sowmya, B Madhushree, HR Chennamma

“…Introduction: Eye gaze tracking is essential in understanding non verbal communication, human-computer interaction and cognitive responses. Its applications range from healthcare to consumer behaviour analysis and gaming. …”
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The Semantic Reference Data Modelling Method: Creating Understandable, Reusable and Sustainable Semantic Data Models by George Bruseker, Nicola Carboni, Matthew Fielding, Denitsa Nenova, Thomas Hänsli

“…A case study is used to illustrate the framework’s application in the cultural sector, specifically highlighting the advantages obtained in documentation, data consistency, and external data ingestion. …”
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Blockchain Technology as a Factor of Global Modernization of International Processes of Customs Regulation. Application of the Digital System of Distributed Registers in the Custom... by V. A. Shamakhov, P. A. Koryagin, R. A. Kuntishev

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GDMD: A Disaster Data Hub Fabric the Open Data Network for Disaster Risk Reduction by Juanle Wang, Kun Bu, Xiaodong Min, Qiuyuan Wang, Yuelei Yuan, Feiran Sun

“…The open model of GDMD can realize Findable, Accessible, Interoperable, and Reusable data governance in disaster risk reduction, further pushing the Open Science mechanism and innovative applications of resources.…”
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HOSPI Application to Portuguese Hospitals’ Websites by Delfina Soares, Joana Carvalho, Dimitrios Sarantis

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Key Technology of SSL Encrypted Application Identification Under Imbalance of Application Class by Xuejiao Chen, Pan Wang, Shidong3 Liu

“…Through a in-depth study about the reason of network class imbalance, a method called SMOTE was chosen over the data set sampling preprocess, making full use of the advantages which is high accuracy of traffic model feature matching identification and sorting out the encrypted SSL flow, and then using the clustering method and the SVM based on mutual information classification method to further identify SSL encryption specific application, like HTTPS/POPS etc. …”
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Utilization Patterns of the Cultural Centers Among the Youth in Tehran (Implications, Motivations and Functions) by Mahmood Shahabi, Zahra Jafari

“…The main purpose of this study is to identify the application and implications of the Cultural Centers for the youth in Tehran and the motivations and functions resulting from the consumption of these spaces. …”
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The Unit Price Implication of Reinforcement Usage in Tie Beam Reinforced Concrete Construction by Mubarak Mubarak, Tripoli Tripoli, Nurisra Nurisra

“…Thus, the use of the standard unit price analysis needs further assessment for proper application.…”
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Advancements in digital twin technology and machine learning for energy systems: A comprehensive review of applications in smart grids, renewable energy, and electric vehicle optim... by Opy Das, Muhammad Hamza Zafar, Filippo Sanfilippo, Souman Rudra, Mohan Lal Kolhe

“…DT concepts facilitate the creation of virtual models mirroring physical assets, streamlining real-time data management and analysis. Driven by the potential of DTs to revolutionise energy systems, this paper offers a comprehensive review of DT applications in the power sector, specifically within next-generation energy systems like Smart Grids. …”
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Data-Driven Uplift Modeling by Anam Zahid, Faisal Kamiran, Samar Abbas, Bilal Qureshi, Asim Karim

“…Usually, such studies are retrospective in nature rather than controlled experiments; hence, pre-existing bias in the observed data can distort the true effect of treatment. Previous studies on uplift modeling has largely overlooked this bias, focusing instead on model-based solutions for specific applications. …”
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Reflections on data network technology by Lintao JIANG

“…The history of data network development and standardization was reviewed,and the idea ofsub-generational development concept for future network was put forward.It was pointed out that there were two technical routes in network design:the development technology route with users and business applications as the core,the gradual increase of network capabilities according to the needs of users and applications,and the development technology route with network as the core and the main body of capacity responsibility.Network 5.0 adopts “network as the core design concept”.A detailed description of three important capabilities of network 5.0 was given:endogenous credibility and security,endogenous network resource perception,deployment and control,and endogenous network certainty.…”
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MODELING OF BIVARIATE DATA FOR DEPENDABILITY by Adrian Stere PARIS, Constantin TÂRCOLEA

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Fuzzy Methods for Data Analysis by Ferdinando Di Martino, Irina Perfilieva, Salvatore Sessa

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Instrumental temperature-dependence of backscatter measurements by a multibeam echosounder: findings and implications by Marc Roche, Tor Inge Birkenes Lønmo, Ridha Fezzani, Laurent Berger, Samuel Deleu, Hervé Bisquay, Arnaud Gaillot, Kris Vanparys, Jan Vercaemst, Koen Degrendele, Florian Barette, Luciano Emidio Fonseca, Johan Verstraeten, Kjell Echholt Nilsen, Giacomo Montereale-Gavazzi, Giacomo Montereale-Gavazzi, Xavier Lurton, Jean-Marie Augustin

“…This pragmatic approach is demonstrated through its application to a short time series dataset, showcasing its benefits. …”
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OPEN DATA: ANALYSIS OF TRENDS by D. A. Kachan

“…The analysis of the applicability of the world experience on data discovery for the Republic of Belarus was conducted, the topical issues of ensuring the proper level of information protection when publishing data sets were discussed, effective ways of using open data were suggested, and the importance of ensuring sufficient regulatory regulation was noted. …”
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DRONES, PRIVACY AND DATA PROTECTION by Andrei-Alexandru STOICA

“…To identify the key issues, the paper will take into account major incidents that took place regarding breaches of data privacy, while also trying to distinguish how international law is applicable. …”
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